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Gonzalo Andres Carvajal Barrera

Assistant Professor

Universidad Tecnica Federico Santa Maria

Valparaiso, Chile

Embedded systems; Specialized computing; Real-time systems; High-performance computing; Adaptive signal processing

Ciencias de la Ingenieria, UNIVERSIDAD DE CONCEPCION. Chile, 2002
Ingenieria Electrica, UNIVERSIDAD DE CONCEPCION. Chile, 2009
Ingenieria Electrica, UNIVERSIDAD DE CONCEPCION. Chile, 2013
Ingeniero Civil Electronico, UNIVERSIDAD DE CONCEPCION. Chile, 2006

Instructor/Lecturer Part Time

UNIVERSIDAD DE CONCEPCION

2007 - 2007
Instructor/Lecturer Part Time

UNIVERSIDAD DE CONCEPCION

2009 - 2010
Assistant Professor Full Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Valparaiso, Chile

2016 - 2024
Postodoc Full Time

UNIVERSITY OF WATERLOO

Canada

2013 - 2014
Postdoctoral Associate Full Time

CARNEGIE MELLON UNIVERSITY

Estados Unidos

2014 - 2015
Postdoctoral fellow Full Time

UNIVERSITY OF WATERLOO

Canada

2016 - 2016
Associate Professor Full Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Chile

2025 - At present

Visiting Research Assistant

University of Waterloo

Canada

2012 - 2013
Profesor Part Time

Universidad de Concepcion

Chile

2007 - 2007
Profesor Part Time

Universidad de Concepcion

Chile

2009 - 2010
Assistant Professor Full Time

Universidad Tecnica Federico Santa Maria

Valparaiso, Chile

2016 - At present


A generalized neural network for accurate estimation of soot temperature in laminar flames using a single RGB image Demarco, Rodrigo Article WOS JOURNAL OF THE ENERGY INSTITUTE (2025)
Experimental Sensitivity Analysis of a Control Algorithm for Line Following Platooning Rifo, Felipe; Donoso, Francisca; Peters, Andres; IEEE Article ISI 2019 12TH INTERNATIONAL WORKSHOP ON ROBOT MOTION AND CONTROL (ROMOCO '19) (2024)
Leveraging High Level Synthesis for the Design of Hardware Accelerators for Model Predictive Control Agüero, Juan C.; Silva, Cesar; Reyes, B Article ISI 2024 ARGENTINE CONFERENCE ON ELECTRONICS, CAE (2024)
A Cooperative Control Algorithm for Line and Predecessor Following Platoons Subject to Unreliable Distance Measurements Escobar, Carlos; Vargas, Francisco J. J. Article ISI MATHEMATICS (2023)
Identification of Impact Frequency for Down-the-Hole Drills Using Motor Current Signature Analysis Article ISI APPLIED SCIENCES-BASEL (2023)
Model Predictive Control for Suppression of Zero-Sequence Current in Open-End Winding Induction Motors Article SCOPUS (2023)
Monitoring Software Execution Flow Through Power Consumption and Dynamic Time Warping Vidal, Boris; Moreno, Carlos Article ISI IEEE EMBEDDED SYSTEMS LETTERS (2023)
Robust automatic net damage detection and tracking on real aquaculture environment using computer vision Labra, Julio; Rebolledo, Javier; Carvajal, Rodrigo Article ISI AQUACULTURAL ENGINEERING (2023)
RUPU: An Experimental Platform to Study Line-Following Platooning Problems Escobar, Carlos Article SCOPUS 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON) (2023)
Techno-economic evaluation of a vehicle to home and time of use tariff scheme to promote the adoption of electric vehicles in Chile Guerra-Vallejos, Ernesto Article ISI SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS (2023)
Towards low-cost soot pyrometry in laminar flames using broadband emission measurements and Artificial Neural Networks Demarco, Rodrigo; Fuentes, Andres Article ISI JOURNAL OF THE ENERGY INSTITUTE (2023)
Determining spatially-resolved thermal radiation from non-intrusive measurements of soot properties Article ISI APPLIED THERMAL ENGINEERING (2022)
FPGA Implementation of ADMM for Model Predictive Control in a DC/AC Converter Agüero, Juan C.; Silva, Cesar Article SCOPUS (2022)
Influence of the oxygen index on acoustically forced laminar ethylene non-premixed flames Cepeda, Francisco; Demarco, Rodrigo; Fuentes, Andres Article ISI COMBUSTION AND FLAME (2022)
LoRa Based IoT Platform for Remote Monitoring of Large-Scale Agriculture Farms in Chile Carvajal, Rodrigo Article ISI SENSORS (2022)
Model Predictive Control for Photovoltaic Plants with Non-Ideal Energy Storage Using Mixed Integer Linear Programming Lopez Ahuar, Reinier; Rojas, Jose; Silva, Cesar; Agüero, Juan C. Article ISI ENERGIES (2022)
Performance evaluation of different solar modules and mounting structures on an on-grid photovoltaic system in south-central Chile Rebolledo, Felipe; Mendoza-Araya, Patricio Article ISI ENERGY FOR SUSTAINABLE DEVELOPMENT (2022)
Physics-Based Observers for Measurement-While-Drilling System in Down-the-Hole Drills Bout, Gabriel; Brito, Diego Article ISI MATHEMATICS (2022)
VerDAQ: a Versatile Data AcQuisition system for high energy physics experiments Article ISI JOURNAL OF INSTRUMENTATION (2022)
Data analytics tools by alarms visualization and artificial intelligence applied in industrial monitoring Fuentes, Andres; IEEE Article ISI 2021 IEEE IFAC INTERNATIONAL CONFERENCE ON AUTOMATION/XXIV CONGRESS OF THE CHILEAN ASSOCIATION OF AUTOMATIC CONTROL (IEEE IFAC ICA - ACCA2021) (2021)
Decentralized Model-Based Predictive Control for DER Units Integration in AC Microgrids Subject to Operational and Safety Constraints Perez-Ibacache, Ricardo; Silva, Cesar A.; Agüero, Juan C.; Yazdani, Amirnaser Article ISI IEEE TRANSACTIONS ON POWER DELIVERY (2021)
Improving Broadband Emission-Based Soot Pyrometry Using Convolutional Neural Networks Rodriguez, Alonso; Portilla, Jorge; Demarco, Rodrigo; Fuentes, Andres; IEEE Article ISI 2021 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC 2021) (2021)
Modeling optical variables in combustion processes by Hammerstein-Wiener systems Rojas, Alejandro J; IEEE Article ISI 2021 IEEE IFAC INTERNATIONAL CONFERENCE ON AUTOMATION/XXIV CONGRESS OF THE CHILEAN ASSOCIATION OF AUTOMATIC CONTROL (IEEE IFAC ICA - ACCA2021) (2021)
Retrieving soot volume fraction fields for laminar axisymmetric diffusion flames using convolutional neural networks Article ISI FUEL (2021)
Three-wavelength broadband soot pyrometry technique for axisymmetric flames Thomsen, Maria; Fuentes, Andres Article ISI OPTICS LETTERS (2021)
Mining Discriminative K-Mers in DNA Sequences Using Sketches and Hardware Acceleration Lehnert, Hans; Hernandez, Cecilia Article ISI IEEE ACCESS (2020)
Proposal of a Charge Monitoring Board for Thin Gap Chamber Detectors based on DRS4 chip Silva, Cesar; Kuleshov, Sergey; Mikenberg, George; Hakobyan, Hayk; Gonzalez, Jairo; IEEE Article ISI 2020 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT) (2020)
Analysis of Soot Propensity in Combustion Processes Using Optical Sensors and Video Magnification. Garcés, Hugo O; Fuentes, Andrés; Reszka, Pedro; Carvajal, Gonzalo Article Sensors (Basel, Switzerland) (2018)
Enabling Rapid Construction of Arrival Curves From Execution Traces Gonzalo Carvajal , Mahmoud Salem ; Nirmal Benann , Sebastian Fischmeister Article IEEE DESIGN AND TEST (2018)
Integrating Dynamic-TDMA Communication Channels into COTS Ethernet Networks Araneda, Luis; Wolf, Alejandro; Figueroa, Miguel; Fischmeister, Sebastian Article ISI SCOPUS IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2016)
Evaluation of Communication Architectures for Switched Real-Time Ethernet Carvajal, G.; Wu, CW; Fischmeister S. Article ISI IEEE TRANSACTIONS ON COMPUTERS (2014)
Model, analysis, and evaluation of the effects of analog VLSI arithmetic on linear subspace-based image recognition Carvajal, G.; Figueroa, M. Article ISI SCOPUS NEURAL NETWORKS (2014)
Analysis and Compensation of the Effects of Analog VLSI Arithmetic on the LMS Algorithm Carvajal, G.; Figueroa, M.; Sbarbaro D.; Valenzuela W. Article ISI SCOPUS IEEE Transactions on Neural Networks (2011)
BLIND SOURCE-SEPARATION IN MIXED-SIGNAL VLSI Valenzuela W.; Carvajal, G.; Figueroa, M. Article ISI Neural Network World (2009)
Effects of analog-VLSI hardware on the performance of the LMS algorithm Carvajal, G.; Figueroa, M.; Bridges S. Article ISI MOBILE WEB AND INTELLIGENT INFORMATION SYSTEMS, MOBIWIS 2022 (2006)
Supervision of control valves in flotation circuits based on artificial neural network Sbarbaro D.; Carvajal, G. Article ISI MOBILE WEB AND INTELLIGENT INFORMATION SYSTEMS, MOBIWIS 2022 (2005)


DNN-based Long Prediction Horizon Finite Control Set MPC with Switching Effort Penalization Acosta, Ignacio ; Cedeño, Angel; Carvajal. Gonzalo; Agüero, Juan C.; Silva, César ConferencePaper IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society (2024)
Experimental Evaluation of Neural Networks Optimized for GPU Inference Using TensorRT ConferencePaper IEEE International Conference on Automation/XXVI Congress of the Chilean Association of Automatic Control (ICA-ACCA) (2024)
FPGA Implementation of Artificial Neural Networks for Model Predictive Control Silva, Cesar ConferencePaper IEEE International Conference on Automation/XXVI Congress of the Chilean Association of Automatic Control (ICA-ACCA) (2024)
Assessing the Robustness of Arrival Curves Models for Real-Time Systems Salem M. ConferencePaper ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2019)
Automatic Classification of Soot Propensity in Flames Using Image Processing and Machine Learning Diomedi A.; Portilla, J. ConferencePaper ISI SCOPUS Proceedings of the 2020 IEEE/SICE International Symposium on System Integration, SII 2020 (2019)
Design of an experimental platform for the automation of the goalkeeper of a foosball table Rebolledo J. ConferencePaper SCOPUS Proceedings of the 2020 IEEE/SICE International Symposium on System Integration, SII 2020 (2019)
An open platform for mixed-criticality real-time ethernet Carvajal, G. ConferencePaper SCOPUS Proceedings -Design, Automation and Test in Europe, DATE (2013)
Atacama: An Open FPGA-based Platform for Mixed-Criticality Communication in Multi-Segmented Ethernet Networks Carvajal, G.; Figueroa, M.; Trausmuth, R; Fischmeister S. ConferencePaper ISI SCOPUS Proceedings - 21st Annual International IEEE Symposium on Field-Programmable Custom Computing Machines, FCCM 2013 (2013)
Demo abstract: Atacama - An open research platform for mixed-criticality communication in ethernet Carvajal, G. ConferencePaper ISI SCOPUS 2013 ACM/IEEE International Conference on Cyber-Physical Systems, ICCPS 2013 (2013)
Hardware-based computation of the roughness index for infrared imagers Redlich, R; Carvajal, G.; Figueroa, M. ConferencePaper SCOPUS SPL 2012 - 8th Southern Programmable Logic Conference (2012)
An FPGA-based real-time nonuniformity correction system for Infrared Focal Plane Arrays Redlich, R; Carvajal, G.; Figueroa, M. ConferencePaper ISI SCOPUS Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors (2011)
A TDMA Ethernet switch for dynamic real-time communication Carvajal, G.; Fischmeister S. ConferencePaper SCOPUS Proceedings - IEEE Symposium on Field-Programmable Custom Computing Machines, FCCM 2010 (2010)
Image Recognition in Analog VLSI with On-Chip Learning Carvajal, G.; Valenzuela W.; Figueroa, M. ConferencePaper ISI MOBILE WEB AND INTELLIGENT INFORMATION SYSTEMS, MOBIWIS 2022 (2009)
Blind source-separation in mixed-signal VLSI using the InfoMax algorithm Valenzuela W.; Carvajal, G.; Figueroa, M. ConferencePaper ISI MOBILE WEB AND INTELLIGENT INFORMATION SYSTEMS, MOBIWIS 2022 (2008)
Adaptive signal processing in mixed-signal VLSI with anti-Hebbian learning Figueroa, M.; Matamala, E; Carvajal, G.; Bridges S. ConferencePaper ISI IEEE Computer Society Annual Symposium on VLSI, Proceedings: EMERGING VLSI TECHNOLOGIES AND ARCHITECTURES (2006)


Sistema y método para la inspección de mallas de cultivo en jaulas de acuicultura Carvajal, Rodrigo Patent Numero de solicitud 202103370 en INAPI (2023)


Sistema IoT de robótica submarina inteligente para acuicultura de alta mar Proyecto (2022)
Smart Submarine robotic system for automatic biomass and salmon breeding process characterization for the aquaculture industry Proyecto (2022)
Understanding the connections between abiotic stress and forest vulnerability to fires Rodrigo Demarco Proyecto (2022)
Constrained control of inverter interfaced distributed energy resource in microgrids Cesar Silva Proyecto (2021)
Identification methods for stochastic systems subject to non-gaussian perturbations Proyecto (2021)
Multimodal sensing IoT system integrated with robotics and computer vision for smart sensing in the agropecuary industry Proyecto (2020)
Sistema de diagnóstico energético y medioambiental de procesos de combustión basado en red de sensores ópticos embebidos Proyecto (2019)
System Identification Methodologies under Communication Constraints FONDECYT (1181158) Proyecto 2018-2020 Coinvestigador(a)
Sistema de drones colaborativos y visión multimodal para el monitoreo automatizado de incendios forestales FONDEF (ID16I10114) Proyecto 2017-2018 Inv. Principal
IMPROVING RUNTIME VERIFICATION AND TRACE ANALYSIS OF REAL-TIME SYSTEMS USING HETEROGENEOUS COMPUTING FONDECYT (11160375) Proyecto 2016-2019 Inv. Responsable
RECONFIGURABLE ADAPTIVE SYSTEMS IN MEXED-SINAL VLSI FONDECYT (1070485) Proyecto 2007-2010 Tesista
CORRELATIONAL LEARNING ALGORITHMS IN ANALOG AND MIXED-MODE CMOS FONDECYT (1040617) Proyecto 2004-2007 Tesista

Hayk Hakobyan

Professor

Physics

UNIVERSIDAD TÉCNICA FEDERICO SANTA MARÍA

Valparaíso, Chile

Cesar Silva

Profesor Adjunto (Associate Professor)

Departamento de Electrónica

UNIVERSIDAD TÉCNICA FEDERICO SANTA MARÍA

Valparaiso, Chile

Andres Fuentes

Professor Adjunto

Departamento de Industrias

UNIVERSIDAD TÉNICA FEDERICO SANTA MARÍA

Valparaíso, Chile

Rodrigo Carvajal

Profesor Asociado

Escuela de Ingeniería Eléctrica

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

Daniel Sbarbaro

Professor

Electrical Engineering

Universidad de Concepcion

Concepcion, Chile

Francisco Vargas

Assistant Professor

Electronic Engineering Department

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Valparaiso, Chile

Cecilia Hernández

Profesor Asistente

UNIVERSIDAD DE CONCEPCION

Concepción, Chile

Andrés Peters

Profesor Asociado

Universidad Adolfo Ibánez

Santiago, Chile

Rodrigo Demarco

Profesor adjunto

Departamento de Industrias

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Valparaíso, Chile

Gonzalo Carvajal

Assistant Professor

Electronics

Universidad Tecnica Federico Santa Maria

Valparaiso, Chile

Eduardo Espinosa

Profesor Asociado

Ingeniería Eléctrica

UNIVERSIDAD CATOLICA DE LA SANTISIMA CONCEPCION

Concepcion, Chile

Guillermo Ramírez

PROFESOR ASOCIADO

Ingeniería Eléctrica

UNIVERSIDAD CATOLICA DE LA SANTISIMA CONCEPCION

CONCEPCION, Chile

Patricio Mendoza

Profesor asistente

Ingeniería Eléctrica

Universidad de Chile

Santiago, Chile

Nicolás Jara

Academico

Electronica

Universidad Tecnica Federico Santa María

Valparaíso, Chile

Gonzalo Carvajal

Assistant Professor

Electronics

Universidad Tecnica Federico Santa Maria

Valparaiso, Chile

Marcos Zúñiga

Assistant Professor

Electrónica

UNIVERSIDAD TÉCNICA FEDERICO SANTA MARIA

Valparaíso, Chile

Juan Agüero

Profesor Asociado

Ingenieria Electroncia

Universidad Tecnica Federico Santa Maria

Valparaiso, Chile

Miguel Figueroa

Profesor Titular

Departamento de Ingeniería Eléctrica

Universidad de Concepción

Concepción, Chile

Maria Thomsen

Assistant Professor

Faculty of Engineering and Science

Universidad Adolfo Ibánez

Santiago, Chile

MOHAMED ABDELHAMID AHMED ABDELHAMID

Assistant Professor

Dept. of Electronic Engineering

Universidad Técnica Federico Santa María

Valparaíso, Chile

René Gómez

Profesor asistente

Universidad de Concepción

Concepcion, Chile

Felipe Escudero

Profesor Interino

Departamento de Industrias

Universidad Técnica Federico Santa María

Valparaiso, Chile

Juan Cruz

Investigador

Ingenieria

Universidad Técnica Federico Santa María

Valparaiso, Chile

Angel Cedeño

Postdoctorado ANID

Ingeniería Electrónica

Universidad Técnica Federico Santa María

Valparaíso, Chile

Reinier López

Profesor de laboratorio de control

Ingeniería Electrónica

Universidad Técnica Federico Santa María

Valparaíso, Chile

Gonzalo Andres Carvajal Barrera

Líneas de Investigación

Educación

Ciencias de la Ingenieria, UNIVERSIDAD DE CONCEPCION. Chile, 2002

Ingenieria Electrica, UNIVERSIDAD DE CONCEPCION. Chile, 2009

Ingenieria Electrica, UNIVERSIDAD DE CONCEPCION. Chile, 2013

Ingeniero Civil Electronico, UNIVERSIDAD DE CONCEPCION. Chile, 2006

Experiencia Académica

Instructor/Lecturer Part Time

Instructor/Lecturer Part Time

Assistant Professor Full Time

Postodoc Full Time

Postdoctoral Associate Full Time

Postdoctoral fellow Full Time

Associate Professor Full Time

Experiencia Profesional

Visiting Research Assistant

Profesor Part Time

Profesor Part Time

Assistant Professor Full Time

Article (36)

ConferencePaper (15)

Patent (1)

Proyecto (12)

System Identification Methodologies under Communication Constraints

Sistema de drones colaborativos y visión multimodal para el monitoreo automatizado de incendios forestales

IMPROVING RUNTIME VERIFICATION AND TRACE ANALYSIS OF REAL-TIME SYSTEMS USING HETEROGENEOUS COMPUTING

RECONFIGURABLE ADAPTIVE SYSTEMS IN MEXED-SINAL VLSI

CORRELATIONAL LEARNING ALGORITHMS IN ANALOG AND MIXED-MODE CMOS